Paulj1989 / expected-kills

Predicting binary outcomes (kill or error) in volleyball to produce an Expected Kills (xK) model.
MIT License
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machine-learning r sports-analytics volleyball xgboost

Expected Kills

Predicting binary outcomes (kill or error) in volleyball, with the aim of creating an Expected Kills (xK) metric that assigns probabilistic values to offensive plays.

Contents

Requirements

Model Results

Project Plans

This project is still in progress. Current models are in the early stages of development.

TODOs

License

The data for this project is licensed under the Creative Commons Attribution 3.0 Unported license, and the code used to train the models is licensed under the MIT license.

Contact

If you have any questions or comments, feel free to contact me by email, on Twitter, or in the repository discussions.